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Mr Ryan Anthony de Belen

Mr Ryan Anthony de Belen

Postdoctoral Fellow
Engineering
Computer Science and Engineering

I am currently a PhD candidate in Human-Centred AI. I received a Master of Philosophy (MPhil) degree at UNSW Sydney and BSc. in Electronics and Communication Engineering degree at the University of the Philippines - Diliman.

My PhD research focusses on building deep learning algorithms and designing user interfaces for autism diagnosis.
E-mail
r.debelen@unsw.edu.au
  • Book Chapters | 2023
    Li X; de Belen RA; Sowmya A; Onie S; Larsen M, 2023, 'Region-Based Trajectory Analysis for Abnormal Behaviour Detection: A Trial Study for Suicide Detection and Prevention', in , pp. 178 - 192, http://dx.doi.org/10.1007/978-3-031-37660-3_13
  • Journal articles | 2024
    de Belen RAJ; Eapen V; Bednarz T; Sowmya A, 2024, 'Using visual attention estimation on videos for automated prediction of autism spectrum disorder and symptom severity in preschool children', PLoS ONE, 19, http://dx.doi.org/10.1371/journal.pone.0282818
    Journal articles | 2023
    Yogesan DS; Onie S; De Belen RA; Beavan G; Sowmya A; Larsen M, 2023, 'Evaluating a Human Detection Model in a Behaviour Analysis Pipeline for Suicide Prevention', Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS, http://dx.doi.org/10.1109/EMBC40787.2023.10339992
    Journal articles | 2023
    de Belen RA; Pincham H; Hodge A; Silove N; Sowmya A; Bednarz T; Eapen V, 2023, 'Eye-tracking correlates of response to joint attention in preschool children with autism spectrum disorder', BMC Psychiatry, 23, http://dx.doi.org/10.1186/s12888-023-04585-3
    Journal articles | 2020
    de Belen RAJ; Bednarz T; Sowmya A; Del Favero D, 2020, 'Computer vision in autism spectrum disorder research: a systematic review of published studies from 2009 to 2019', Translational Psychiatry, 10, pp. 333, http://dx.doi.org/10.1038/s41398-020-01015-w
    Journal articles | 2019
    de Belen RAJ; Nguyen H; Filonik D; Favero DD; Bednarz T; Del Favero D, 2019, 'A systematic review of the current state of collaborative mixed reality technologies: 2013–2018', AIMS Electronics and Electrical Engineering, 3, pp. 181 - 223, http://dx.doi.org/10.3934/ElectrEng.2019.2.181
  • Conference Papers | 2023
    Karargyris A; Ahmed S; de Belen RA; Banerjee B; Ibrayev T; Kashyap S; Krupinski E; Kuang C; Madu P; Madu AB; Makowski S; Mathew AM; Rolff T; Shi B; Wu J; Zanca D, 2023, 'Discussion and recommendations from the 2023”Gaze Meets ML” workshop breakout session', in Proceedings of Machine Learning Research
    Conference Papers | 2023
    Yogesan DS; Onie S; De Belen RA; Beavan G; Sowmya A; Larsen M, 2023, 'Evaluating a Human Detection Model in a Behaviour Analysis Pipeline for Suicide Prevention', in Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS, http://dx.doi.org/10.1109/EMBC40787.2023.10339992
    Preprints | 2023
    de Belen RA; Eapen V; Bednarz T; Sowmya A, 2023, Using visual attention estimation on videos for automated prediction of autism spectrum disorder and symptom severity in preschool children, , http://dx.doi.org/10.1101/2023.06.13.23286416
    Conference Papers | 2023
    de Belen RA; Mohammadi G; Sowmya A, 2023, 'Temporal Understanding of Gaze Communication with GazeTransformer', in Proceedings of Machine Learning Research
    Conference Papers | 2022
    De Belen RAJ; Bednarz T; Sowmya A, 2022, 'ScanpathNet: A Recurrent Mixture Density Network for Scanpath Prediction', in IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops, pp. 5006 - 5016, http://dx.doi.org/10.1109/CVPRW56347.2022.00549
    Conference Papers | 2021
    De Belen RAJ; Bednarz T; Sowmya A, 2021, 'EyeXplain Autism: Interactive System for Eye Tracking Data Analysis and Deep Neural Network Interpretation for Autism Spectrum Disorder Diagnosis', in Conference on Human Factors in Computing Systems - Proceedings, http://dx.doi.org/10.1145/3411763.3451784
    Conference Papers | 2021
    Sho B; De Belen RA; Hughes RT; Bednarz T, 2021, 'Joint Augmented Reality Video Analytics and Artificial Intelligence Supervision', in Proceedings - SIGGRAPH Asia 2021 Posters, SA 2021, http://dx.doi.org/10.1145/3476124.3488652
    Conference Papers | 2019
    De Belen RA; Bednarz T; Del Favero D, 2019, 'Integrating Mixed Reality and Internet of Things as an Assistive Technology for Elderly People Living in a Smart Home', in The 17th International Conference on Virtual-Reality Continuum and its Applications in Industry on - VRCAI '19, ACM Press, Brisbane, Australia, presented at The 17th International Conference on Virtual-Reality Continuum and its Applications in Industry, Brisbane, Australia, 14 November 2019 - 16 November 2019, http://dx.doi.org/10.1145/3359997.3365742
    Conference Papers | 2019
    De Belen RA; Bednarz T, 2019, 'Mixed reality and internet of things (MRIoT) interface design guidelines for elderly people', in Proceedings - 2019 23rd International Conference in Information Visualization - Part II, IV-2 2019, Adelaide, pp. 82 - 85, presented at 2019 23rd International Conference in Information Visualization, Adelaide, 16 July 2019 - 19 July 2019, http://dx.doi.org/10.1109/IV-2.2019.00025
    Conference Papers | 2019
    de Belen RAJ; Del Favero D; Bednarz T, 2019, 'Combining Mixed Reality and Internet of Things: An Interaction Design Research on Developing Assistive Technologies for Elderly People', in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Orlando, pp. 291 - 304, presented at HCII 2019: Human Aspects of IT for the Aged Population. Social Media, Games and Assistive Environments, Orlando, 26 July 2019 - 31 July 2019, http://dx.doi.org/10.1007/978-3-030-22015-0_23
    Conference Papers | 2017
    De Belen RAJ; Saludaresy MIS; Atienzaz RO, 2017, 'ANEEME: Interactive mesh cutting using 3D snakes for automatic skeletal rigging of scanned character models', in Proceedings - I3D 2017: 21st ACM SIGGRAPH Symposium on Interactive 3D Graphics and Games, http://dx.doi.org/10.1145/3023368.3036841
    Conference Papers | 2016
    Anthony R; De Belen J; Atienzay RO, 2016, 'Automatic skeleton generation using hierarchical mesh segmentation', in SA 2016 - SIGGRAPH ASIA 2016 Virtual Reality Meets Physical Reality: Modelling and Simulating Virtual Humans and Environments, http://dx.doi.org/10.1145/2992138.2992150

  • UNSW University International Postgraduate Award (2020)
  • UNSW University International Postgraduate Award (2018)